The modal category for retnat is 2 The maximum category is 3 The minimum category is 1 Multinomial regression Number of obs = 695 LR chi2(17) = 252.67 Prob > chi2 = 0.0000 Log likelihood = -343.73153 Pseudo R2 = 0.2688 ------------------------------------------------------------------------------ hvote | RRR Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- 2 | _Iretnat_1 | .7474749 .1851706 -1.17 0.240 .4599704 1.214684 _Iretnat_3 | 1.242421 .2835256 0.95 0.342 .7943673 1.943196 age | .9906317 .006443 -1.45 0.148 .9780838 1.003341 educ | 1.038078 .12938 0.30 0.764 .8130951 1.325314 income | 1.18822 .1299598 1.58 0.115 .9589546 1.472298 occupB1 | .9870824 .26173 -0.05 0.961 .58702 1.659793 occupB3 | 1.170152 .4634426 0.40 0.692 .5384195 2.5431 presapp | .9157688 .0987188 -0.82 0.414 .741357 1.131213 union | 1.0689 .2574025 0.28 0.782 .666743 1.713623 female | .9583122 .2045113 -0.20 0.842 .6307452 1.455995 black | .4441501 .1802906 -2.00 0.046 .2004507 .9841285 church | .8258569 .0847369 -1.86 0.062 .6754099 1.009816 south | .4148456 .1010205 -3.61 0.000 .2573994 .6685986 pid | 1.601785 .092232 8.18 0.000 1.430841 1.793151 libcon | 1.173331 .1052489 1.78 0.075 .9841629 1.39886 abort96 | .9891998 .1059008 -0.10 0.919 .8019678 1.220144 defspd96 | 1.208957 .0917043 2.50 0.012 1.041942 1.402742 ------------------------------------------------------------------------------ (Outcome hvote==democrat is the comparison group) test for all economic coeffcients in all equations are 0: ( 1) [2]_Iretnat_1 = 0.0 ( 2) [2]_Iretnat_3 = 0.0 chi2( 2) = 3.70 Prob > chi2 = 0.1570 hvote | Freq. Percent Cum. ------------+----------------------------------- democrat | 411 59.14 59.14 2 | 284 40.86 100.00 ------------+----------------------------------- Total | 695 100.00 > .85 .86 .86 .87 .88 .88 .89 .9 .91 .91 .92 .93 .94 .94 .95 .96 .96 .97 .98 .99 .99 1 These are the following stats: test: test that the coeffcients on retnat are jointly 0 in each equation seperately freq: the sample frequencies of people voting for each party pred-value: mean predicted probability of voting for each party, for the sample worse: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category better: mean predicted probability of voting for each party (for the sample) when retnat gets worse by one category party test freq pv worse better all_neutral all_worse all_better -------------------------------------------------------------------------------- 1 . .5913669 .5829888 .5549745 .6138529 .5804929 .5442125 .6283129 2 .1570398 .4086331 .4170112 .4450255 .3861471 .4195071 .4557875 .3716871 party pv sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .5829888 .6180479 .0653182 .4867395 .7399045 2 .4170112 .3819521 .0653182 .2600955 .5132605 party worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5549745 -.0444808 .0421318 -.1226365 .0297801 2 .4450255 .0444808 .0421318 -.0297801 .1226365 party better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .6138529 .0391705 .0376634 -.0277793 .1090395 2 .3861471 -.0391705 .0376634 -.1090395 .0277793 party all_worse sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 .5442125 -.0331836 .0317036 -.0971709 .0267917 2 .4557875 .0331836 .0317036 -.0267917 .0971709 party all_better sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .6283129 .0497925 .0477417 -.0307619 .1331824 2 .3716871 -.0497925 .0477417 -.1331824 .0307619 party LOGIT sim_pv sim_pv_sd sim_pv_5% sim_pv_95% -------------------------------------------------------------------------------- 1 .6124128 .0650857 .476375 .7328656 2 .3875872 .0650857 .2671344 .523625 party LOGIT sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0406842 .0419252 -.1251493 .0552668 2 .0406842 .0419252 -.0552668 .1251493 party LOGIT sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .036061 .0375442 -.0503914 .1120704 2 -.036061 .0375442 -.1120704 .0503914 party LOGIT all_sim_worse sim_ws_sd sim_ws_5% sim_ws_95% -------------------------------------------------------------------------------- 1 -.0292394 .0340188 -.1017491 .0485018 2 .0292394 .0340188 -.0485018 .1017491 party LOGIT all_sim_better sim_bt_sd sim_bt_5% sim_bt_95% -------------------------------------------------------------------------------- 1 .0472887 .0454116 -.0570994 .1357632 2 -.0472887 .0454116 -.1357632 .0570994